|
|
|
| Discovery of Deep Overlapping Structures in Complex Networks |
| GAO Feng
|
| College of Science, China Three Gorges University, Yichang 443002,China |
|
|
|
|
Abstract In order to better understand the network, based on the similarity, let the nodes select multiple similar nodes to form similar node pairs. Through the Monte Carlo simulation results, a pairing algorithm based on the maximum node similarity and degree is proposed to discover the overlapping community structure of the network. Using multi-level most similarity to continue to optimize the community structure, find out the deep overlapping structure and sub-community structure of the network community. The proposed algorithm discovers the overlapping structure of the network based on the reason why the real network forms a community, and further optimizes the community structure, discovering the deep overlapping community structure of the network and its sub-community structure.
|
|
Received: 10 November 2022
Published: 17 July 2024
|
|
|
|
|
|
|
|
|
